GitGuardian est de retour avec l'édition 2024 du State of Secrets Sprawl, la recherche la plus complète sur les secrets exposés dans GitHub à ce jour. Découvrez le nombre de secrets qui ont fait surface l'année dernière et plongez dans une série de sujets captivants.

In this episode, Conor and Bryce chat Henry the clock, chunk_by and more! Link to Episode 178 on WebsiteDiscuss this episode, leave a comment, or ask a question (on GitHub)Twitter ADSP: The PodcastConor HoekstraBryce Adelstein LelbachShow Notes Date Recorded: 2024-04-17 Date Released: 2024-04-19 Think Parallel: Part 1 - Scan - Bryce LelbachC++23 std::views::chunk_bythrust::reducethrust::inclusive_scanADSP Episode 173: Parallel chunk_byCategory Theory for Programmers by Bartosz MilewskiIntro Song Info Miss You by Sarah Jansen https://soundcloud.com/sarahjansenmusic Creative Commons — Attribution 3.0 Unported — CC BY 3.0 Free Download / Stream: http://bit.ly/l-miss-you Music promoted by Audio Library https://youtu.be/iYYxnasvfx8

In this episode, Conor and Bryce chat about Bryce’s couches. Link to Episode 177 on WebsiteDiscuss this episode, leave a comment, or ask a question (on GitHub)Twitter ADSP: The PodcastConor HoekstraBryce Adelstein LelbachShow Notes Date Recorded: 2024-03-06 Date Released: 2024-04-12 The Pursuit of Elegance by Matthew MayThe Eames Lounge ChairIkea FINNALAIntro Song Info Miss You by Sarah Jansen https://soundcloud.com/sarahjansenmusic Creative Commons — Attribution 3.0 Unported — CC BY 3.0 Free Download / Stream: http://bit.ly/l-miss-you Music promoted by Audio Library https://youtu.be/iYYxnasvfx8

Generative AI has had a wide range of uses, but some of its strongest use cases are in coding and programming. One of the companies that has been leading the way in AI-assisted programming has been GitHub with GitHub CoPilot. Many software engineering teams now have tools like CoPilot embedded into their workflows, but what does this mean for the future of programming? Kyle Daigle is the COO of GitHub, leading the strategic initiatives, operations, and innovation of the world's largest platform for software development and collaboration. With over 10 years of experience at GitHub, Kyle has a deep understanding of the needs and challenges of developers and the ecosystem they work in. In the episode, Adel and Kyle explore Kyle’s journey into development and AI, how he became the COO at GitHub, GitHub’s approach to AI, the impact of CoPilot on software development, how AI tools are adopted by software developers, the future of programming and AI’s role within it, the risks and challenges associated with the adoption of AI coding tools, the broader implications tools like CoPilot might have and much more.  Links Mentioned in the Show: GitHub CoPilotKyle on GitHub[Code Along] Pair Programming with GitHub Copilot[Course] GitHub ConceptsRelated Episode: What to Expect from AI in 2024 with Craig S. Smith, Host of the Eye on A.I PodcastRewatch sessions from RADAR: The Analytics Edition New to DataCamp? Learn on the go using the DataCamp mobile appEmpower your business with world-class data and AI skills with DataCamp for business

Get practical advice on how to leverage AI development tools for all stages of code creation, including requirements, planning, design, coding, debugging, testing, and documentation. With this book, beginners and experienced developers alike will learn how to use a wide range of tools, from general-purpose LLMs (ChatGPT, Gemini, and Claude) to code-specific systems (GitHub Copilot, Tabnine, Cursor, and Amazon CodeWhisperer). You'll also learn about more specialized generative AI tools for tasks such as text-to-image creation. Author Tom Taulli provides a methodology for modular programming that aligns effectively with the way prompts create AI-generated code. This guide also describes the best ways of using general purpose LLMs to learn a programming language, explain code, or convert code from one language to another. This book examines: The core capabilities of AI-based development tools Pros, cons, and use cases of popular systems such as GitHub Copilot and Amazon CodeWhisperer Ways to use ChatGPT, Gemini, Claude, and other generic LLMs for coding Using AI development tools for the software development lifecycle, including requirements, planning, coding, debugging, and testing Prompt engineering for development Using AI-assisted programming for tedious tasks like creating regular expressions, starter code, object-oriented programming classes, and GitHub Actions How to use AI-based low-code and no-code tools, such as to create professional UIs

We talked about:

Anahita's Background Mechanical Engineering and Applied Mechanics Finite Element Analysis vs. Machine Learning Optimization and Semantic Reporting Application of Knowledge Graphs in Research Graphs vs Tabular Data Computational graphs Graph Data Science and Graph Machine Learning Combining Knowledge Graphs and Large Language Models (LLMs) Practical Applications and Projects Challenges and Learnings Anahita’s Recommendations

Links:

GitHub repo: https://github.com/antahiap/ADPT-LRN-PHYS/tree/main

Free Data Engineering course: https://github.com/DataTalksClub/data-engineering-zoomcamp

Join DataTalks.Club: https://datatalks.club/slack.html Our events: https://datatalks.club/events.html

In this episode, Conor and Bryce chat with Phineas Porter about the functions delta, prior and more over dinner. Link to Episode 176 on WebsiteDiscuss this episode, leave a comment, or ask a question (on GitHub)Twitter ADSP: The PodcastConor HoekstraBryce Adelstein LelbachAbout the Guest: Phineas Porter is a Software Developer at Jump Trading. Previously, he held roles in quant research and technology at UBS and Citibank. He graduated from Columbia University in 2014 with a degree in Operations Research. He lives in New York City with his wife, daughter (Ada) and son (Solomon).

Show Notes

Date Recorded: 2024-03-06 Date Released: 2024-04-05 Franchia Vegan Cafethurst::reduce_by_keythrust::inclusive_scanthurst::inclusive_scan_by_keyKXCON23 | Nick Psaris | Matching Algorithms in q and kdbKXCON23 | Phineas Porter | Dynamic Programming Approach to Content Aware Image Resizing | kdb at Jump Tradingthrust::reduceADSP Episode 131: One Algorithm To Rule Them All!Q priorC++23 std::views::adjacent_transformC++98 std::adjacent_differenceC++98 std::partial_sumC++17 std::variantQ deltasC++23 std::views::zipNumPy diffsArrayCast Episode 76: Conor McCarthy, PyKX and kdb+ 4.1ADSP Episode 147: 🇸🇮 SRT23 - Parallel std::unique Revisited (on a Walk in Venice)The Two Egg ProblemIntro Song Info Miss You by Sarah Jansen https://soundcloud.com/sarahjansenmusic Creative Commons — Attribution 3.0 Unported — CC BY 3.0 Free Download / Stream: http://bit.ly/l-miss-you Music promoted by Audio Library https://youtu.be/iYYxnasvfx8

Kishore Aradhya and I both teach, and we agree this is a very difficult landscape to determine what and how to teach. Against the backdrop of generative AI, we discuss the role of universities in teaching tech and data, the role of a teacher, how to teach data, and much more.

DSPY - https://github.com/stanfordnlp/dspy

We talked about:

Tereza’s background Switching from an Individual Contributor to Lead Python Pizza and the pizza management metaphor Learning to figure things out on your own and how to receive feedback Tereza as a leadership coach Podcasts Tereza’s coaching framework (selling yourself vs bragging) The importance of retrospectives The importance of communication and active listening Convincing people you don’t have power over Building relationships and empathy Inclusive leadership

Links:

LinkedIn: https://www.linkedin.com/in/tereza-iofciu/ Twitter: https://twitter.com/terezaif Github: https://github.com/terezaif Website: https:// terezaiofciu.com

Free Data Engineering course: https://github.com/DataTalksClub/data-engineering-zoomcamp

Join DataTalks.Club: https://datatalks.club/slack.html Our events: https://datatalks.club/events.html

In this episode, Conor and Bryce continue their conversation on parallel chunk_by. Link to Episode 175 on WebsiteDiscuss this episode, leave a comment, or ask a question (on GitHub)Twitter ADSP: The PodcastConor HoekstraBryce Adelstein LelbachShow Notes Date Recorded: 2024-03-06 Date Released: 2024-03-29 C++23 std::views::chunk_bythrust::reduceJ Foldsthrust::inclusive_scancub::DeviceSegmentedReduceNVIDIA AI PodcastIntro Song Info Miss You by Sarah Jansen https://soundcloud.com/sarahjansenmusic Creative Commons — Attribution 3.0 Unported — CC BY 3.0 Free Download / Stream: http://bit.ly/l-miss-you Music promoted by Audio Library https://youtu.be/iYYxnasvfx8

Links:

VectorHub: https://superlinked.com/vectorhub/?utm_source=community&utm_medium=podcast&utm_campaign=datatalks Daniel's LinkedIn: https://www.linkedin.com/in/svonava/

Free Data Engineering course: https://github.com/DataTalksClub/data-engineering-zoomcamp

Join DataTalks.Club: https://datatalks.club/slack.html Our events: https://datatalks.club/events.html

​This podcast is sponsored by VectorHub, a free open-source learning community for all things vector embeddings and information retrieval systems.

In this episode, Conor and Bryce continue their conversation on parallel chunk_by. Link to Episode 174 on WebsiteDiscuss this episode, leave a comment, or ask a question (on GitHub)Twitter ADSP: The PodcastConor HoekstraBryce Adelstein LelbachShow Notes Date Recorded: 2024-03-06 Date Released: 2024-03-22 C++23 std::views::chunk_bythrust::copy_ifthrust::inclusive_scanthrust::gatherthrust::reducethurst::reduce_by_keythurst::inclusive_scan_by_keyThink Parallel ACCU TalkArrayCast Episode 33 - João Araújo and Tools of Thoughtcub/cub/agent/agent_reduce.cuhIntro Song Info Miss You by Sarah Jansen https://soundcloud.com/sarahjansenmusic Creative Commons — Attribution 3.0 Unported — CC BY 3.0 Free Download / Stream: http://bit.ly/l-miss-you Music promoted by Audio Library https://youtu.be/iYYxnasvfx8

Whether you’ve been in the developer kitchen for decades or are just taking the plunge to do it yourself, The Complete Developer will show you how to build and implement every component of a modern stack—from scratch. You’ll go from a React-driven frontend to a fully fleshed-out backend with Mongoose, MongoDB, and a complete set of REST and GraphQL APIs, and back again through the whole Next.js stack. The book’s easy-to-follow, step-by-step recipes will teach you how to build a web server with Express.js, create custom API routes, deploy applications via self-contained microservices, and add a reactive, component-based UI. You’ll leverage command line tools and full-stack frameworks to build an application whose no-effort user management rides on GitHub logins. You’ll also learn how to: Work with modern JavaScript syntax, TypeScript, and the Next.js framework Simplify UI development with the React library Extend your application with REST and GraphQL APIs Manage your data with the MongoDB NoSQL database Use OAuth to simplify user management, authentication, and authorization Automate testing with Jest, test-driven development, stubs, mocks, and fakes Whether you’re an experienced software engineer or new to DIY web development, The Complete Developer will teach you to succeed with the modern full stack. After all, control matters. Covers: Docker, Express.js, JavaScript, Jest, MongoDB, Mongoose, Next.js, Node.js, OAuth, React, REST and GraphQL APIs, and TypeScript

Send us a text Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society. Dive into conversations that should flow as smoothly as your morning coffee (but don't), where industry insights meet laid-back banter. Whether you're a data aficionado or just someone curious about the digital age, pull up a chair, relax, and let's get into the heart of data, unplugged style! In episode #41, titled “Regulations and Revelations: Rust Safety, ChatGPT Secrets, and Data Contracts” we're thrilled to have Paolo Léonard joining us as we unpack a host of intriguing developments across the tech landscape: In Rust We Trust? White House Office urges memory safety: A dive into the push for memory safety and what it means for programming languages like Python.ChatGPT's Accidental Leak? Did OpenAI just accidentally leak the next big ChatGPT upgrade?: Speculations on the upcoming enhancements and their impact on knowledge accessibility.EU AI Act Adoption: EU Parliament officially adopts AI Act: Exploring the landmark AI legislation and its broad effects, with a critical look at potential human rights concerns.Meet Devin, the AI Engineer: Exploring the capabilities and potential of the first AI software engineer.Rye's New Stewardship: Astral takes stewardship of Rye: The next big thing in Python packaging and the role of community in driving innovation, with discussions unfolding on GitHub.Data Contract CLI: A look at data contracts and their importance in managing and understanding data across platforms.AI and Academic Papers: The influence of AI on academic research, highlighted by this paper and this paper, and how it's reshaping the landscape of knowledge sharing.

We talked about:

Reem’s background Context-aware sensing and transfer learning Shifting focus from PhD to industry Reem’s experience with startups and dealing with prejudices towards PhDs AI interviewing solution How candidates react to getting interviewed by an AI avatar End-to-end overview of a machine learning project The pitfalls of using LLMs in your process Mitigating biases Addressing specific requirements for specific roles Reem’s resource recommendations

Links:

LinkedIn: https://www.linkedin.com/in/reemmahmoud/recent-activity/all/ Website: https://topmate.io/reem_mahmoud

Free Data Engineering course: https://github.com/DataTalksClub/data-engineering-zoomcamp Join DataTalks.Club: https://datatalks.club/slack.html Our events: https://datatalks.club/events.html

In this episode, Conor and Bryce talking about grouping / cut operations and parallel chunk_by. Link to Episode 173 on WebsiteDiscuss this episode, leave a comment, or ask a question (on GitHub)Twitter ADSP: The PodcastConor HoekstraBryce Adelstein LelbachShow Notes Date Recorded: 2024-03-06 Date Released: 2024-03-15 J cutsC++23 std::views::chunk_byC++20 std::views::splitC++23 std::views::chunkJello Cut TableThe STL Algorithm Cheat SheetC++Now 2019 - Algorithm Intuitionthrust::copy_ifthrust::inclusive_scanthrust::gatherIntro Song Info Miss You by Sarah Jansen https://soundcloud.com/sarahjansenmusic Creative Commons — Attribution 3.0 Unported — CC BY 3.0 Free Download / Stream: http://bit.ly/l-miss-you Music promoted by Audio Library https://youtu.be/iYYxnasvfx8

Join Elli in an exploration of DevSecOps excellence with Microsoft's integrated solution, uniting Azure DevOps and GitHub. Delve into the seamless integration that propels your security practices, emphasizing a "Shift Security Left" approach. Learn how to increase developer velocity while embedding robust security measures throughout your code lifecycle. Uncover the comprehensive suite of tools, effortlessly migrate repositories, and fortify your DevOps journey with Microsoft's unified solution.